AccessiLeaks: Investigating Privacy Leaks Exposed by the Android Accessibility Service

Author:

Naseri Mohammad1,Borges Nataniel P.2,Zeller Andreas2,Rouvoy Romain3

Affiliation:

1. Saarland University ,

2. CISPA Helmholtz Center i.G. ,

3. Univ. Lille / Inria / IUF ,

Abstract

Abstract To support users with disabilities, Android provides the accessibility services, which implement means of navigating through an app. According to the Android developer’s guide: “Accessibility services should only be used to assist users with disabilities in using Android devices and apps”. However, developers are free to use this service without any restrictions, giving them critical privileges such as monitoring user input or screen content to capture sensitive information. In this paper, we show that simply enabling the accessibility service leaves 72 % of the top finance a nd 80 % of the top social media apps vulnerable to eavesdropping attacks, leaking sensitive information such as logins and passwords. A combination of several tools and recommendations could mitigate the privacy risks: We introduce an analysis technique that detects most of these issues automatically, e.g. in an app store. We also found that these issues can be automatically fixed in almost all cases; our fixes have b een accepted by 70 % of the surveyed developers. Finally, we designed a notification mechanism which would warn users against possible misuses of the accessibility services; 50 % of users would follow these notifications.

Publisher

Walter de Gruyter GmbH

Subject

General Medicine

Reference25 articles.

1. [1] Y. Acar, M. Backes, S. Fahl, D. Kim, M. L. Mazurek, and C. Stransky. 2016. You Get Where You’re Looking for: The Impact of Information Sources on Code Security. In 2016 IEEE Symposium on Security and Privacy (SP). IEEE, San Jose, CA, USA, 289–305. https://doi.org/10.1109/SP.2016.2510.1109/SP.2016.25

2. [2] Efthimios Alepis and Constantinos Patsakis. 2017. Hey Doc, Is This Normal?: Exploring Android Permissions in the Post Marshmallow Era. In Security, Privacy, and Applied Cryptography Engineering, Sk Subidh Ali, Jean-Luc Danger, and Thomas Eisenbarth (Eds.). Springer International Publishing, Cham, 53–73.

3. [3] Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein, and Yves Le Traon. 2016. AndroZoo: Collecting Millions of Android Apps for the Research Community. In Proceedings of the 13th International Conference on Mining Software Repositories (MSR ’16). 468–471. https://doi.org/10.1145/2901739.290350810.1145/2901739.2903508

4. [4] Vitalii Avdiienko, Konstantin Kuznetsov, Alessandra Gorla, Andreas Zeller, Steven Arzt, Siegfried Rasthofer, and Eric Bodden. 2015. Mining Apps for Abnormal Usage of Sensitive Data. In 37th IEEE/ACM International Conference on Software Engineering, ICSE 2015, Florence, Italy, May 16-24, 2015, Volume 1. IEEE Computer Society, Florence, Italy, 426–436. https://doi.org/10.1109/ICSE.2015.6110.1109/ICSE.2015.61

5. [5] Bram Bonné, Sai Teja Peddinti, Igor Bilogrevic, and Nina Taft. 2017. Exploring decision making with Android’s run-time permission dialogs using in-context surveys. In Thirteenth Symposium on Usable Privacy and Security (SOUPS 2017). USENIX Association, 195–210.

Cited by 12 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Improving Privacy and Security Using Android Accessibility Framework;2024 IEEE International Conference on Computing, Power and Communication Technologies (IC2PCT);2024-02-09

2. DARPA: Combating Asymmetric Dark UI Patterns on Android with Run-time View Decorator;2023 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN);2023-06

3. Integrating human values in software development using a human values dashboard;Empirical Software Engineering;2023-04-18

4. A Systematic Survey on Android API Usage for Data-driven Analytics with Smartphones;ACM Computing Surveys;2022-12-03

5. Hidden in Plain Sight;Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security;2022-11-07

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3